Techniques for data classification based on sensitive data

Techniques for data classification may be realized as a method including: selecting from a group of files a sample set representing fewer than all of the files; classifying each file in the sample set, wherein classifying each file includes identifying whether each file represents sensitive information; and providing an estimate for the group of files based on the classification of each file in the sample set, including an estimate of sensitive information within the group of files.